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path: root/src/armnnTfLiteParser/TfLiteParser.hpp
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2020-09-24Add int32 and int64 ArgMax op supportInki Dae
This patch adds int32 and int64 ArgMax op support. Current ARMNN already has ArgMax op but not used, and it doesn't support int64 output type. So this patch adds a new type, Signed64, and also adds ArgMinMax computation function for int64 type support. In default, output tensor type of ArgMax op is int64 in case of tensorflow lite model so this patch makes a proper function - ArgMax op for int64 or int32 - to be called according to parsed output_type value. With this patch, ARMNN supports both types - int64 and int32 - for ArgMinMax op. Changelog v1: - Check if output data type of ArgMinMax op is valid or not. - Use template function to support int32 and int64 types of ArgMinMax function. - Keep using Signed32 as default data type of m_Output_Type. Change-Id: I7a8e7e38dd9e5acc81464571d8b4d51378fc7f14 Signed-off-by: Inki Dae <inki.dae@samsung.com>
2020-07-28Github#433 Add HardSwish support to TfLiteParserJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ic476f8d80bba080ab459db9e6a59cbafd307d129
2020-05-27Add NEG support to TFLite parserDarshan Patel
* Added unit tests * Updated Documentation Signed-off-by: Darshan Patel <darsh.jp@gmail.com> Change-Id: Id22ffebe60732a93798f72801eb8a2a23cdd7ec0
2020-05-27IVGCVSW-4187 Add LEAKY_RELU to TFLite parserSadik Armagan
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I3e934142487b92897eb487099a22d032f80e8e07
2020-05-25Add DIV support to TFLite parserDarshan Patel
* Added unit tests * Updated Documentation Signed-off-by: Darshan Patel <darsh.jp@gmail.com> Change-Id: Iadb5c76139d74d755d7f4be4b023b4417efe1e92
2020-04-29IVGCVSW-4186 Parse TfLite Exp and Split_V operatorsDerek Lamberti
Change-Id: I0cac7ebfe22f2782af3198e6231cb37fa51bbd62 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-01-28IVGCVSW-4335 Add support for per-channel QSymm8 to TfLite parserKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I52f777f56138a27655a821aff376ecd0d3d23511
2020-01-15IVGCVSW-4193 Add QUANTIZE to the TfLite parserSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I53431c70edb64c9283ae556407cc07e54469d8cc
2019-12-10IVGCVSW-4191 Add DEQUANTIZE to the TfLite ParserFinn Williams
!armnn:2421 Change-Id: Icdb02b7248ed408c3c8ad2e3e38df5b7cda1c545 Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2019-12-05IVGCVSW-4179 Add RESIZE_NEAREST_NEIGHBOUR to the TfLite parserSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I6359a8a405c86aef04cde75404393dd4ee917fa5
2019-11-19IVGCVSW-1530 Add TfLite slice parser and fix transpose perm vector creationjosh minor
* TfLite slice parser and relevant tests added * TfLite transpose parser logic added to translate Tf/np permutation vector definitions to Armnn definitions * TfLite transpose parser no permute data test modified to include data for default permutation vector when none specified Signed-off-by: josh minor <josh.minor@arm.com> Change-Id: Iebd30971bd180593dc6b8f0d5be1d1bc61a3a5bf
2019-10-24IVGCVSW-4007 Add StandInLayer for unsupported operations in TfLiteParserAron Virginas-Tar
* Fixed bug in custom operator support that caused all custom operators to be parsed as a DetectionPostProcessLayer * Added support for handling unsupported operators (built-in or custom) by replacing them with a StandInLayer in the generated network * Added options to TfLiteParser to control whether we want to use StandInLayers when we encounter unsupported operators, or we prefer to throw a ParserException as until now Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I125a63016c7c510b1fdde6033842db4f276718c4
2019-09-10IVGCVSW-3712 Add Transpose into TfLite ParserKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I94e975ede3876c812f0f26b040e8c50a5597f86a
2019-08-20IVGCVSW-3650 Add TfLite Parser support for Transpose Convolution layerMatthew Jackson
* Added ParseTransposeConv to TfLite Parser * New TransposeConv test file * Updated documentation for supported Transpose Convolution Change-Id: Id7356d8525556805c164af693ae2b16f6a8492fa Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
2019-07-22IVGCVSW-3383 - Add TfLite Parser support for L2 Normalization layerMatthew Jackson
* Added ParseL2Normalization in TfLiteParser * Added new unit tests L2Normalization.cpp * Added documentation for supported L2 Normalization to TensorflorLiteSupport.md Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I83ea75d1791ac8a00390aed3e5d0a7b337fcd46d
2019-07-17IVGCVSW-3423 Add TfLite parser support for Stack (Pack) layerMatthew Jackson
* Added ParsePack method * New unit test Pack.cpp * Updated TensorFlowLiteSupport.md with new supported operator Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I2310b33ee26959b036bb4452a25c90cc1d4cbf20
2019-04-30IVGCVSW-2405 Rename SubGraph to SubgraphViewDerek Lamberti
Change-Id: Ie50aeccf053c20c3a01a75042bbc3acd824375af Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-04-15IVGCVSW-2848 - Add TfLite Parser support for Unpack layerNina Drozd
* Added ParseUnpack in TfLiteParser * New Unpack test file with test reproducing unpack in DeepSpeechV1 model * Added documentation for supported Unpack to TensorflorLiteSupport.md Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: Ie920d46254ff4b4ab544407ace4c1d489af83157
2019-04-09IVGCVSW-2845: Add TfLite Parser support for TanH activation layerNina Drozd
* Added ParseTanH in TfLiteParser * Added testcase for parsing TanH activation in Activations.cpp * Added new supported TanH operator in TensorflowLiteSupport.md Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: Ie60f38994d76b077f86828c21c57381bdeeaeb5a
2019-04-08IVGCVSW-2844: Add TfLite Parser support for Split layerNina Drozd
* Added ParseSplit method * New Unit test Split.cpp * Updated TensorflowLiteSupport.md with new supported operator Change-Id: Iec80ba9ad7b48db8e86589ebae77bd7d8ed38fb2 Signed-off-by: Nina Drozd <nina.drozd@arm.com>
2019-02-26IVGCVSW-2560 Verify Inference test for TensorFlow Lite MobileNet SSDNarumol Prangnawarat
* Assign output shape of MobileNet SSD to ArmNN network * Add m_OverridenOutputShapes to TfLiteParser to set shape in GetNetworkOutputBindingInfo * Use input quantization instead of output quantization params * Correct data and datatype in Inference test Change-Id: I01ac2e07ed08e8928ba0df33a4847399e1dd8394 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-02-25Add strided-slice parser to tf-liteBruno Goncalves
Change-Id: I1821d7e8123c76823562dd2e8822c5293fcb18c3 Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
2019-02-25Add minimum parser to tf-liteBruno Goncalves
Change-Id: I617c2715e0fb8d01b96fa9d3d5d9a16a33477b66 Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
2019-02-25Add maximum parser to tf-liteBruno Goncalves
Change-Id: Idaf6dd3f4d96dad01e1dc1a0d3fd6c146780626d Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
2019-02-22Add space-to-batch-nd parser to tf-liteBruno Goncalves
Change-Id: I3bf86d44f811380559ec35eed0bc43b3bd97da80 Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
2019-02-22Add batch-to-space-nd parser to tf-liteBruno Goncalves
Change-Id: I1e210f88f19f38ab719008e119c8fed153a3dd95 Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
2019-02-22Add resize-bilinear parser to tf-liteBruno Goncalves
Change-Id: Id35db981b38348e5a941cfbb4cbdfe8cd617a254 Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
2019-02-22Add sub parser to tf-liteBruno Goncalves
Change-Id: I0e63d81d95528e6c278dc5fa8b87ccc1f8798130 Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
2019-02-21IVGCVSW-2429 Add Detection PostProcess Parser to TensorFlow Lite Parserkeidav01
* Added parser function in TFLiteParser * Removed custom options gating * Added unit test * Removed template usage in VerifyTensorInfo for DeserializeParser Change-Id: If198654ed70060855a05f8aaed010293405bd103 Signed-off-by: keidav01 <keith.davis@arm.com>
2019-01-29Added ConstantLayer support to TfLiteParserBruno Goncalves
Change-Id: Iecc4fe8208b442d9c872e56c3d47249f959c6cc1
2019-01-24IVGCVSW-2430 Add logistic parser to tf-liteFinn Williams
* Added implementation and unit tests for sigmoid function for tf-lite parser * Refactored relu, relu6 and logisitc parser to reduce code duplication Change-Id: I00a2bd90bbc9144a2f84981f63b2cd1756b68a16
2019-01-22Added AddBroadcastReshapeLayer method to TfLiteParserBruno Goncalves
Change-Id: I6027f6dcdb3ed23505f0a9c780bd3e3d45d3daff
2019-01-21Added ParsePad method to TfLiteParserBruno Goncalves
Change-Id: I2e671f66cf1b0a24b4ca9e96b554dc7db3af9655
2019-01-18Added ParseMean method to TfLiteParserBruno Goncalves
Change-Id: Idfedf82479fb3d4bb2962fc3cfc6c76e57331943
2019-01-18Added ParseMul method to TfLiteParserBruno Goncalves
Change-Id: I72e61a5ece52d69b289a1559907e2fb3084bfa4a
2019-01-17Added ParseAdd method to TfLiteParserBruno Goncalves
Change-Id: I24d916eca8ef1efb70d08b5c4f5123bb56a76c3e
2019-01-04MLCE-77 Depthwise Convolution with depth multiplier > 1 doesn't workMatteo Martincigh
* Unified ArmNN's weight format to [ M, I, H, W ] for the depthwise convolution * Added conversion utilities to permute/reshape the weights as appropriate when using CL and Neon backends * Updated the reference implementation of the convolution * Updated the relevant unit tests accordingly !android-nn-driver:459 Change-Id: I07d0818efa9d1ca1e5dad82983aac1fe78eadb18
2018-11-14IVGCVSW-2152: Convert TfLiteParser to NHWCjimfly01
* Removed the convertFromTfToArmnnFormat flag from the CreateConstTensor and CreateConstTensorImpl functions * Removed the SwizzleInDeswizzleOut function and its invocations in the ParseConv2D, ParseDepthwiseConv2D and ParsePool functions. Change-Id: Id935e28ab6eff4731f838af9490d016e108f6df6
2018-10-25IVGCVSW-2026 + IVGCVSW-2027 Add FullyConnected Support to TfLiteParserSadik Armagan
Change-Id: Id48f97ee33e2fd650a1ee3365ef66bdfc514a586
2018-10-22IVGCVSW-2030 and IVGCVSW-2031 Add MaxPooling support and unit test to TfLite ↵Nattapat Chaimanowong
Parser Change-Id: I3aea8ea6d018900682d278f28a50e40cf2f963fe
2018-10-10IVGCVSW-1787 Add Support for Concatenation on TfLite parserSadik Armagan
* Concatenation Parser function added to the TfLite Parser Change-Id: I42a42cd765ea09a30841c66b1942b9e09a876b10
2018-10-10IVGCVSW-1650 Add Support for Reshape layer on TF Lite parserSadik
* Added Reshape operator support for the TfLite Parser. Change-Id: I64a5650dac089905a402be4a9cb6032aa0d81f00
2018-10-10IVGCVSW-1651 Add Support for Relu on TF Lite parserSadik Armagan
* Added Relu and Relu6 Support for the TfLite Parser. Change-Id: I3cc5e4922910e556f25b633eae6d2d361cea61b5
2018-09-17IVGCVSW-1807 : change license text in file headersDavid Beck
All changes are the same: // // Copyright © 2017 ARM Ltd. All rights reserved. -// See LICENSE file in the project root for full license information. +// SPDX-License-Identifier: MIT // Change-Id: I37eae011411133663ca9d2b059714d92f8bf8e24
2018-08-31Release 18.08telsoa01